Solving large-scale combinatorial optimization problems

I use the positive semidefinite relaxation to approximate combinatorial and quadratic optimization problems subject to linear and boolean constraints. I present a dual potential reduction algorithm and show how it exploits structure and sparsity. Coupled with randomized and heuristic methods, I repo...

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Hlavný autor: Benson, Steven John
Médium: Dissertation
Jazyk:English
Vydavateľské údaje: ProQuest Dissertations & Theses 01.01.1998
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ISBN:0599022574, 9780599022577
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Shrnutí:I use the positive semidefinite relaxation to approximate combinatorial and quadratic optimization problems subject to linear and boolean constraints. I present a dual potential reduction algorithm and show how it exploits structure and sparsity. Coupled with randomized and heuristic methods, I report computational results for approximating combinatorial problems with dimension up to 7000.
Bibliografia:SourceType-Dissertations & Theses-1
ObjectType-Dissertation/Thesis-1
content type line 12
ISBN:0599022574
9780599022577